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A trial on artificial neural networks in predicting sex through bone length measurements on the first and fifth phalanges and metatarsals
16 references·7 citing·48 second hop
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I. (1955)The human skeleton in forensic medicine (1963)Sexing skulls using discriminant function analysis of visually assessed traits (2008)Statistical sex determination from craniometrics: Comparison of linear discriminant analysis, logistic regression, and support vector machines (2014)On the use of machine learning algorithms in forensic anthropology (2020)Lehrbuch der Anthropologie. 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(2001)An Osteometric Study of Northern Indian Populations for Sexual Dimorphism in Craniofacial Region (2011)Sex Estimation from the Mastoid Process Among North Indians* (2011)Sex estimation using the second cervical vertebra: a morphometric analysis in a documented Portuguese skeletal sample (2014)A study of the differences between male and female skulls (1950)Sex determination by linear measurements of palatal bones and skull base. (2012)Sex estimation from foramen magnum dimensions in an Indian population (2012)Estimation of sex from mastoid triangle – A craniometric analysis (2013)
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References

  • 2010Mandibular Ramus: An Indicator for Sex in Fragmentary Mandible*188 cited
  • 2008Metric sex determination from the pelvis in modern Greeks154 cited
  • 2007Sex Determination from Hand and Foot Bone Lengths*142 cited
  • 2006Sexual Dimorphism in the Subadult Mandible: Quantification Using Geometric Morphometrics*139 cited
  • 2006Artificial neural network vs linear discriminant analysis in credit ratings forecast133 cited
  • 2007Patella sex determination by 3D statistical shape models and nonlinear classifiers126 cited
  • 2009A comparison between neural network and other metric methods to determine sex from the upper femur in a modern French population109 cited
  • 2008Sex determination from the occipital condyle: Discriminant function analysis in an Eighteenth and Nineteenth Century British sample103 cited
  • 2007Identification of sex using cranial base measurements.93 cited
  • 2008A Metric Method for Sex Determination Using the Proximal Femur and Fragmentary Hipbone*,†92 cited
  • 2010Stature and Body Weight Estimation from Various Footprint Measurements Among Egyptian Population82 cited
  • 2010Sex determination using metatarsal osteometrics from the Athens collection64 cited
  • 2011Gender determination from hand bones length and volume using multidetector computed tomography: A study in Egyptian people60 cited
  • 2005

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A Test of Sex Determination from Measurements of Chest Radiographs
56 cited
  • 2013Sex determination from the mandibular ramus flexure of Koreans by discrimination function analysis using three-dimensional mandible models55 cited
  • 2012Sex determination by the length of metacarpals and phalanges: X-ray study on Egyptian population54 cited
  • Cited by

    • 2022Sex prediction with morphometric measurements of first and fifth metatarsal and phalanx obtained from X-ray images by using machine learning algorithms28 cited
    • 2022Gender Prediction with the Parameters Obtained from Pelvis Computed Tomography Images and Machine Learning Algorithms18 cited
    • 2023Sex and age estimation with machine learning algorithms with parameters obtained from cone beam computed tomography images of maxillary first molar and canine teeth18 cited
    • 2021Estimation of Gender by Using Decision Tree, a Machine Learning Algorithm, With Patellar Measurements Obtained From MDCT Images13 cited
    • 2023Gender Estimation with Parameters Obtained From the Upper Dental Arcade by Using Machine Learning Algorithms and Artificial Neural Networks10 cited
    • 2024Sex and stature estimation from anthropometric measurements of the foot: linear analyses and neural network approach on a Turkish sample9 cited
    • 2021The analysis of sacrum and coccyx length measured with computerized tomography images depending on sex9 cited